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cs.AI2024
SIKeD: Self-guided Iterative Knowledge Distillation for mathematical reasoning
Shivam Adarsh, Kumar Shridhar, Caglar Gulcehre +2
Large Language Models (LLMs) can transfer their reasoning skills to smaller models by teaching them to generate the intermediate reasoning process required to solve multistep reaso…
cs.AI2024
SMART: Self-learning Meta-strategy Agent for Reasoning Tasks
Rongxing Liu, Kumar Shridhar, Manish Prajapat +2
Tasks requiring deductive reasoning, especially those involving multiple steps, often demand adaptive strategies such as intermediate generation of rationales or programs, as no si…